@article {8560,
	title = {{Genome-wide association analysis identifies novel blood pressure loci and offers biological insights into cardiovascular risk},
	journal = {Nat Genet},
	volume = {49},
	year = {2017},
	month = {Mar},
	pages = {403{\textendash}415},
	abstract = {Elevated blood pressure is the leading heritable risk factor for cardiovascular disease worldwide. We report genetic association of blood pressure (systolic, diastolic, pulse pressure) among UK Biobank participants of European ancestry with independent replication in other cohorts, and robust validation of 107 independent loci. We also identify new independent variants at 11 previously reported blood pressure loci. In combination with results from a range of in silico functional analyses and wet bench experiments, our findings highlight new biological pathways for blood pressure regulation enriched for genes expressed in vascular tissues and identify potential therapeutic targets for hypertension. Results from genetic risk score models raise the possibility of a precision medicine approach through early lifestyle intervention to offset the impact of blood pressure-raising genetic variants on future cardiovascular disease risk.},
	author = {Warren, H. R. and Evangelou, E. and Cabrera, C. P. and Gao, H. and Ren, M. and Mifsud, B. and Ntalla, I. and Surendran, P. and Liu, C. and Cook, J. P. and Kraja, A. T. and Drenos, F. and Loh, M. and Verweij, N. and Marten, J. and Karaman, I. and Lepe, M. P. and O{\textquoteright}Reilly, P. F. and Knight, J. and Snieder, H. and Kato, N. and He, J. and Tai, E. S. and Said, M. A. and Porteous, D. and Alver, M. and Poulter, N. and Farrall, M. and Gansevoort, R. T. and Padmanabhan, S. and M?gi, R. and Stanton, A. and Connell, J. and Bakker, S. J. and Metspalu, A. and Shields, D. C. and Thom, S. and Brown, M. and Sever, P. and Esko, T. and Hayward, C. and van der Harst, P. and Saleheen, D. and Chowdhury, R. and Chambers, J. C. and Chasman, D. I. and Chakravarti, A. and Newton-Cheh, C. and Lindgren, C. M. and Levy, D. and Kooner, J. S. and Keavney, B. and Tomaszewski, M. and Samani, N. J. and Howson, J. M. and Tobin, M. D. and Munroe, P. B. and Ehret, G. B. and Wain, L. V. and V?lker, U. and Vollenweider, P. and Wild, S. and Willemsen, G. and Wright, A. F. and Yao, J. and Th?riault, S. and Conen, D. and John, A. and Sever, P. and Debette, S. and Mook-Kanamori, D. O. and Zeggini, E. and Spector, T. D. and van der Harst, P. and Palmer, C. N. and Vergnaud, A. C. and Loos, R. J. and Polasek, O. and Starr, J. M. and Girotto, G. and Hayward, C. and Kooner, J. S. and Lindgren, C. M. and Vitart, V. and Samani, N. J. and Tuomilehto, J. and Gyllensten, U. and Knekt, P. and Deary, I. J. and Ciullo, M. and Elosua, R. and Keavney, B. D. and Hicks, A. A. and Scott, R. A. and Gasparini, P. and Laan, M. and Liu, Y. and Watkins, H. and Hartman, C. A. and Salomaa, V. and Toniolo, D. and Perola, M. and Wilson, J. F. and Schmidt, H. and Zhao, J. H. and Lehtim?ki, T. and van Duijn, C. M. and Gudnason, V. and Psaty, B. M. and Peters, A. and Rettig, R. and James, A. and Jukema, J. W. and Strachan, D. P. and Palmas, W. and Metspalu, A. and Ingelsson, E. and Boomsma, D. I. and Franco, O. H. and Bochud, M. and Newton-Cheh, C. and Munroe, P. B. and Elliott, P. and Chasman, D. I. and Chakravarti, A. and Knight, J. and Morris, A. P. and Levy, D. and Tobin, M. D. and Snieder, H. and Caulfield, M. J. and Ehret, G. B. and Barnes, M. R. and Tzoulaki, I. and Caulfield, M. J. and Elliott, P.}
}
@article {8518,
	title = {{Genome-Wide Association Study of Apparent Treatment-Resistant Hypertension in the CHARGE Consortium: The CHARGE Pharmacogenetics Working Group},
	journal = {Am J Hypertens},
	volume = {32},
	year = {2019},
	month = {11},
	pages = {1146{\textendash}1153},
	abstract = {{Only a handful of genetic discovery efforts in apparent treatment-resistant hypertension (aTRH) have been described.\ We conducted a case-control genome-wide association study of aTRH among persons treated for hypertension, using data from 10 cohorts of European ancestry (EA) and 5 cohorts of African ancestry (AA). Cases were treated with 3 different antihypertensive medication classes and had blood pressure (BP) above goal (systolic BP {\^a}{\textperthousand}{\textyen} 140 mm Hg and/or diastolic BP {\^a}{\textperthousand}{\textyen} 90 mm Hg) or 4 or more medication classes regardless of BP control (nEA = 931},
	author = {Irvin, M. R. and Sitlani, C. M. and Floyd, J. S. and Psaty, B. M. and Bis, J. C. and Wiggins, K. L. and Whitsel, E. A. and Sturmer, T. and Stewart, J. and Raffield, L. and Sun, F. and Liu, C. T. and Xu, H. and Cupples, A. L. and Tanner, R. M. and Rossing, P. and Smith, A. and Zilh?o, N. R. and Launer, L. J. and Noordam, R. and Rotter, J. I. and Yao, J. and Li, X. and Guo, X. and Limdi, N. and Sundaresan, A. and Lange, L. and Correa, A. and Stott, D. J. and Ford, I. and Jukema, J. W. and Gudnason, V. and Mook-Kanamori, D. O. and Trompet, S. and Palmas, W. and Warren, H. R. and Hellwege, J. N. and Giri, A. and O{\textquoteright}Donnell, C. and Hung, A. M. and Edwards, T. L. and Ahluwalia, T. S. and Arnett, D. K. and Avery, C. L.}
}
@article {8281,
	title = {{A multi-ancestry genome-wide study incorporating gene-smoking interactions identifies multiple new loci for pulse pressure and mean arterial pressure},
	journal = {Hum. Mol. Genet.},
	year = {2019},
	month = {Apr},
	abstract = {Elevated blood pressure (BP), a leading cause of global morbidity and mortality, is influenced by both genetic and lifestyle factors. Cigarette smoking is one such lifestyle factor. Across five ancestries, we performed a genome-wide gene-smoking interaction study of mean arterial pressure (MAP) and pulse pressure (PP) in 129 913 individuals in stage 1 and follow-up analysis in 480 178 additional individuals in stage 2. We report here 136 loci significantly associated with MAP and/or PP. Of these, 61 were previously published through main-effect analysis of BP traits, 37 were recently reported by us for systolic BP and/or diastolic BP through gene-smoking interaction analysis and 38 were newly identified (P < 5 {\~A}{\textemdash} 10-8, false discovery rate < 0.05). We also identified nine new signals near known loci. Of the 136 loci, 8 showed significant interaction with smoking status. They include CSMD1 previously reported for insulin resistance and BP in the spontaneously hypertensive rats. Many of the 38 new loci show biologic plausibility for a role in BP regulation. SLC26A7 encodes a chloride/bicarbonate exchanger expressed in the renal outer medullary collecting duct. AVPR1A is widely expressed, including in vascular smooth muscle cells, kidney, myocardium and brain. FHAD1 is a long non-coding RNA overexpressed in heart failure. TMEM51 was associated with contractile function in cardiomyocytes. CASP9 plays a central role in cardiomyocyte apoptosis. Identified only in African ancestry were 30 novel loci. Our findings highlight the value of multi-ancestry investigations, particularly in studies of interaction with lifestyle factors, where genomic and lifestyle differences may contribute to novel findings.},
	author = {Sung, Y. J. and de Las Fuentes, L. and Winkler, T. W. and Chasman, D. I. and Bentley, A. R. and Kraja, A. T. and Ntalla, I. and Warren, H. R. and Guo, X. and Schwander, K. and Manning, A. K. and Brown, M. R. and Aschard, H. and Feitosa, M. F. and Franceschini, N. and Lu, Y. and Cheng, C. Y. and Sim, X. and Vojinovic, D. and Marten, J. and Musani, S. K. and Kilpel?inen, T. O. and Richard, M. A. and Aslibekyan, S. and Bartz, T. M. and Dorajoo, R. and Li, C. and Liu, Y. and Rankinen, T. and Smith, A. V. and Tajuddin, S. M. and Tayo, B. O. and Zhao, W. and Zhou, Y. and Matoba, N. and Sofer, T. and Alver, M. and Amini, M. and Boissel, M. and Chai, J. F. and Chen, X. and Divers, J. and Gandin, I. and Gao, C. and Giulianini, F. and Goel, A. and Harris, S. E. and Hartwig, F. P. and He, M. and Horimoto, A. R. V. R. and Hsu, F. C. and Jackson, A. U. and Kammerer, C. M. and Kasturiratne, A. and Komulainen, P. and K?hnel, B. and Leander, K. and Lee, W. J. and Lin, K. H. and Luan, J. and Lyytik?inen, L. P. and McKenzie, C. A. and Nelson, C. P. and Noordam, R. and Scott, R. A. and Sheu, W. H. H. and Stan??kov?, A. and Takeuchi, F. and van der Most, P. J. and Varga, T. V. and Waken, R. J. and Wang, H. and Wang, Y. and Ware, E. B. and Weiss, S. and Wen, W. and Yanek, L. R. and Zhang, W. and Zhao, J. H. and Afaq, S. and Alfred, T. and Amin, N. and Arking, D. E. and Aung, T. and Barr, R. G. and Bielak, L. F. and Boerwinkle, E. and Bottinger, E. P. and Braund, P. S. and Brody, J. A. and Broeckel, U. and Cade, B. and Campbell, A. and Canouil, M. and Chakravarti, A. and Cocca, M. and Collins, F. S. and Connell, J. M. and de Mutsert, R. and de Silva, H. J. and D?rr, M. and Duan, Q. and Eaton, C. B. and Ehret, G. and Evangelou, E. and Faul, J. D. and Forouhi, N. G. and Franco, O. H. and Friedlander, Y. and Gao, H. and Gigante, B. and Gu, C. C. and Gupta, P. and Hagenaars, S. P. and Harris, T. B. and He, J. and Heikkinen, S. and Heng, C. K. and Hofman, A. and Howard, B. V. and Hunt, S. C. and Irvin, M. R. and Jia, Y. and Katsuya, T. and Kaufman, J. and Kerrison, N. D. and Khor, C. C. and Koh, W. P. and Koistinen, H. A. and Kooperberg, C. B. and Krieger, J. E. and Kubo, M. and Kutalik, Z. and Kuusisto, J. and Lakka, T. A. and Langefeld, C. D. and Langenberg, C. and Launer, L. J. and Lee, J. H. and Lehne, B. and Levy, D. and Lewis, C. E. and Li, Y. and Lim, S. H. and Liu, C. T. and Liu, J. and Liu, J. and Liu, Y. and Loh, M. and Lohman, K. K. and Louie, T. and M?gi, R. and Matsuda, K. and Meitinger, T. and Metspalu, A. and Milani, L. and Momozawa, Y. and Mosley, T. H. and Nalls, M. A. and Nasri, U. and O{\textquoteright}Connell, J. R. and Ogunniyi, A. and Palmas, W. R. and Palmer, N. D. and Pankow, J. S. and Pedersen, N. L. and Peters, A. and Peyser, P. A. and Polasek, O. and Porteous, D. and Raitakari, O. T. and Renstr?m, F. and Rice, T. K. and Ridker, P. M. and Robino, A. and Robinson, J. G. and Rose, L. M. and Rudan, I. and Sabanayagam, C. and Salako, B. L. and Sandow, K. and Schmidt, C. O. and Schreiner, P. J. and Scott, W. R. and Sever, P. and Sims, M. and Sitlani, C. M. and Smith, B. H. and Smith, J. A. and Snieder, H. and Starr, J. M. and Strauch, K. and Tang, H. and Taylor, K. D. and Teo, Y. Y. and Tham, Y. C. and Uitterlinden, A. G. and Waldenberger, M. and Wang, L. and Wang, Y. X. and Wei, W. B. and Wilson, G. and Wojczynski, M. K. and Xiang, Y. B. and Yao, J. and Yuan, J. M. and Zonderman, A. B. and Becker, D. M. and Boehnke, M. and Bowden, D. W. and Chambers, J. C. and Chen, Y. I. and Weir, D. R. and de Faire, U. and Deary, I. J. and Esko, T. and Farrall, M. and Forrester, T. and Freedman, B. I. and Froguel, P. and Gasparini, P. and Gieger, C. and Horta, B. L. and Hung, Y. J. and Jonas, J. B. and Kato, N. and Kooner, J. S. and Laakso, M. and Lehtim?ki, T. and Liang, K. W. and Magnusson, P. K. E. and Oldehinkel, A. J. and Pereira, A. C. and Perls, T. and Rauramaa, R. and Redline, S. and Rettig, R. and Samani, N. J. and Scott, J. and Shu, X. O. and van der Harst, P. and Wagenknecht, L. E. and Wareham, N. J. and Watkins, H. and Wickremasinghe, A. R. and Wu, T. and Kamatani, Y. and Laurie, C. C. and Bouchard, C. and Cooper, R. S. and Evans, M. K. and Gudnason, V. and Hixson, J. and Kardia, S. L. R. and Kritchevsky, S. B. and Psaty, B. M. and van Dam, R. M. and Arnett, D. K. and Mook-Kanamori, D. O. and Fornage, M. and Fox, E. R. and Hayward, C. and van Duijn, C. M. and Tai, E. S. and Wong, T. Y. and Loos, R. J. F. and Reiner, A. P. and Rotimi, C. N. and Bierut, L. J. and Zhu, X. and Cupples, L. A. and Province, M. A. and Rotter, J. I. and Franks, P. W. and Rice, K. and Elliott, P. and Caulfield, M. J. and Gauderman, W. J. and Munroe, P. B. and Rao, D. C. and Morrison, A. C.}
}
@article {8634,
	title = {{Cerebral small vessel disease genomics and its implications across the lifespan},
	journal = {Nat Commun},
	volume = {11},
	year = {2020},
	month = {12},
	pages = {6285},
	abstract = {White matter hyperintensities (WMH) are the most common brain-imaging feature of cerebral small vessel disease (SVD), hypertension being the main known risk factor. Here, we identify 27 genome-wide loci for WMH-volume in a cohort of 50,970 older individuals, accounting for modification/confounding by hypertension. Aggregated WMH risk variants were associated with altered white matter integrity (p = 2.5{\~A}{\textemdash}10-7) in brain images from 1,738 young healthy adults, providing insight into the lifetime impact of SVD genetic risk. Mendelian randomization suggested causal association of increasing WMH-volume with stroke, Alzheimer-type dementia, and of increasing blood pressure (BP) with larger WMH-volume, notably also in persons without clinical hypertension. Transcriptome-wide colocalization analyses showed association of WMH-volume with expression of 39 genes, of which four encode known drug targets. Finally, we provide insight into BP-independent biological pathways underlying SVD and suggest potential for genetic stratification of high-risk individuals and for genetically-informed prioritization of drug targets for prevention trials.},
	author = {Sargurupremraj, M. and Suzuki, H. and Jian, X. and Sarnowski, C. and Evans, T. E. and Bis, J. C. and Eiriksdottir, G. and Sakaue, S. and Terzikhan, N. and Habes, M. and Zhao, W. and Armstrong, N. J. and Hofer, E. and Yanek, L. R. and Hagenaars, S. P. and Kumar, R. B. and van den Akker, E. B. and McWhirter, R. E. and Trompet, S. and Mishra, A. and Saba, Y. and Satizabal, C. L. and Beaudet, G. and Petit, L. and Tsuchida, A. and Zago, L. and Schilling, S. and Sigurdsson, S. and Gottesman, R. F. and Lewis, C. E. and Aggarwal, N. T. and Lopez, O. L. and Smith, J. A. and Vald?s Hern?ndez, M. C. and van der Grond, J. and Wright, M. J. and Knol, M. J. and D?rr, M. and Thomson, R. J. and Bordes, C. and Le Grand, Q. and Duperron, M. G. and Smith, A. V. and Knopman, D. S. and Schreiner, P. J. and Evans, D. A. and Rotter, J. I. and Beiser, A. S. and Maniega, S. M. and Beekman, M. and Trollor, J. and Stott, D. J. and Vernooij, M. W. and Wittfeld, K. and Niessen, W. J. and Soumar?, A. and Boerwinkle, E. and Sidney, S. and Turner, S. T. and Davies, G. and Thalamuthu, A. and V?lker, U. and van Buchem, M. A. and Bryan, R. N. and Dupuis, J. and Bastin, M. E. and Ames, D. and Teumer, A. and Amouyel, P. and Kwok, J. B. and B?low, R. and Deary, I. J. and Schofield, P. R. and Brodaty, H. and Jiang, J. and Tabara, Y. and Setoh, K. and Miyamoto, S. and Yoshida, K. and Nagata, M. and Kamatani, Y. and Matsuda, F. and Psaty, B. M. and Bennett, D. A. and De Jager, P. L. and Mosley, T. H. and Sachdev, P. S. and Schmidt, R. and Warren, H. R. and Evangelou, E. and Tr?gou?t, D. A. and Ikram, M. A. and Wen, W. and DeCarli, C. and Srikanth, V. K. and Jukema, J. W. and Slagboom, E. P. and Kardia, S. L. R. and Okada, Y. and Mazoyer, B. and Wardlaw, J. M. and Nyquist, P. A. and Mather, K. A. and Grabe, H. J. and Schmidt, H. and van Duijn, C. M. and Gudnason, V. and Longstreth, W. T. and Launer, L. J. and Lathrop, M. and Seshadri, S. and Tzourio, C. and Adams, H. H. and Matthews, P. M. and Fornage, M. and Debette, S. and Amouyel, P. and de Andrade, M. and Basu, S. and Berr, C. and Brody, J. A. and Chasman, D. I. and Dartigues, J. F. and Folsom, A. R. and Germain, M. and de Haan, H. and Heit, J. and Houwing-Duitermaat, J. and Kabrhel, C. and Kraft, P. and Legal, G. and Lindstr?m, S. and Monajemi, R. and Morange, P. E. and Psaty, B. M. and Reitsma, P. H. and Ridker, P. M. and Rose, L. M. and Rosendaal, F. R. and Saut, N. and Slagboom, E. and Smadja, D. and Smith, N. L. and Suchon, P. and Tang, W. and Taylor, K. D. and Tr?gou?t, D. A. and Tzourio, C. and de Visser, M. C. H. and van Hylckama Vlieg, A. and Weng, L. C. and Wiggins, K. L. and Gormley, P. and Anttila, V. and Winsvold, B. S. and Palta, P. and Esko, T. and Pers, T. H. and Farh, K. H. and Cuenca-Leon, E. and Muona, M. and Furlotte, N. A. and Kurth, T. and Ingason, A. and McMahon, G. and Ligthart, L. and Terwindt, G. M. and Kallela, M. and Freilinger, T. M. and Ran, C. and Gordon, S. G. and Stam, A. H. and Steinberg, S. and Borck, G. and Koiranen, M. and Quaye, L. and Adams, H. H. H. and Lehtim?ki, T. and Sarin, A. P. and Wedenoja, J. and Hinds, D. A. and Buring, J. E. and Sch?rks, M. and Ridker, P. M. and Gudlaug Hrafnsdottir, M. and Stefansson, H. and Ring, S. M. and Hottenga, J. J. and Penninx, B. W. J. H. and F?rkkil?, M. and Artto, V. and Kaunisto, M. and Veps?l?inen, S. and Malik, R. and Heath, A. C. and Madden, P. A. F. and Martin, N. G. and Montgomery, G. W. and Kurki, M. and Kals, M. and M?gi, R. and P?rn, K. and H?m?l?inen, E. and Huang, H. and Byrnes, A. E. and Franke, L. and Huang, J. and Stergiakouli, E. and Lee, P. H. and Sandor, C. and Webber, C. and Cader, Z. and Muller-Myhsok, B. and Schreiber, S. and Meitinger, T. and Eriksson, J. G. and Salomaa, V. and Heikkil?, K. and Loehrer, E. and Uitterlinden, A. G. and Hofman, A. and van Duijn, C. M. and Cherkas, L. and Pedersen, L. M. and Stubhaug, A. and Nielsen, C. S. and M?nnikk?, M. and Mihailov, E. and Milani, L. and G?bel, H. and Esserlind, A. L. and Francke Christensen, A. and Folkmann Hansen, T. and Werge, T. and Kaprio, J. and Aromaa, A. J. and Raitakari, O. and Ikram, M. A. and Spector, T. and J?rvelin, M. R. and Metspalu, A. and Kubisch, C. and Strachan, D. P. and Ferrari, M. D. and Belin, A. C. and Dichgans, M. and Wessman, M. and van den Maagdenberg, A. M. J. M. and Zwart, J. A. and Boomsma, D. I. and Davey Smith, G. and Stefansson, K. and Eriksson, N. and Daly, M. J. and Neale, B. M. and Olesen, J. and Chasman, D. I. and Nyholt, D. R. and Palotie, A.}
}
@article {8636,
	title = {{Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals},
	journal = {Nat Genet},
	volume = {52},
	year = {2020},
	month = {12},
	pages = {1314{\textendash}1332},
	abstract = {Genetic studies of blood pressure (BP) to date have mainly analyzed common variants (minor allele frequency > 0.05). In a meta-analysis of up to  1.3 million participants, we discovered 106 new BP-associated genomic regions and 87 rare (minor allele frequency {\^a}{\textperthousand}¤ 0.01) variant BP associations (P < 5 {\~A}{\textemdash} 10-8), of which 32 were in new BP-associated loci and 55 were independent BP-associated single-nucleotide variants within known BP-associated regions. Average effects of rare variants (44\% coding) were  8 times larger than common variant effects and indicate potential candidate causal genes at new and known loci (for example, GATA5 and PLCB3). BP-associated variants (including rare and common) were enriched in regions of active chromatin in fetal tissues, potentially linking fetal development with BP regulation in later life. Multivariable Mendelian randomization suggested possible inverse effects of elevated systolic and diastolic BP on large artery stroke. Our study demonstrates the utility of rare-variant analyses for identifying candidate genes and the results highlight potential therapeutic targets.},
	author = {Surendran, P. and Feofanova, E. V. and Lahrouchi, N. and Ntalla, I. and Karthikeyan, S. and Cook, J. and Chen, L. and Mifsud, B. and Yao, C. and Kraja, A. T. and Cartwright, J. H. and Hellwege, J. N. and Giri, A. and Tragante, V. and Thorleifsson, G. and Liu, D. J. and Prins, B. P. and Stewart, I. D. and Cabrera, C. P. and Eales, J. M. and Akbarov, A. and Auer, P. L. and Bielak, L. F. and Bis, J. C. and Braithwaite, V. S. and Brody, J. A. and Daw, E. W. and Warren, H. R. and Drenos, F. and Nielsen, S. F. and Faul, J. D. and Fauman, E. B. and Fava, C. and Ferreira, T. and Foley, C. N. and Franceschini, N. and Gao, H. and Giannakopoulou, O. and Giulianini, F. and Gudbjartsson, D. F. and Guo, X. and Harris, S. E. and Havulinna, A. S. and Helgadottir, A. and Huffman, J. E. and Hwang, S. J. and Kanoni, S. and Kontto, J. and Larson, M. G. and Li-Gao, R. and Lindstr?m, J. and Lotta, L. A. and Lu, Y. and Luan, J. and Mahajan, A. and Malerba, G. and Masca, N. G. D. and Mei, H. and Menni, C. and Mook-Kanamori, D. O. and Mosen-Ansorena, D. and M?ller-Nurasyid, M. and Par?, G. and Paul, D. S. and Perola, M. and Poveda, A. and Rauramaa, R. and Richard, M. and Richardson, T. G. and Sep?lveda, N. and Sim, X. and Smith, A. V. and Smith, J. A. and Staley, J. R. and Stan?kov?, A. and Sulem, P. and Th?riault, S. and Thorsteinsdottir, U. and Trompet, S. and Varga, T. V. and Velez Edwards, D. R. and Veronesi, G. and Weiss, S. and Willems, S. M. and Yao, J. and Young, R. and Yu, B. and Zhang, W. and Zhao, J. H. and Zhao, W. and Zhao, W. and Evangelou, E. and Aeschbacher, S. and Asllanaj, E. and Blankenberg, S. and Bonnycastle, L. L. and Bork-Jensen, J. and Brandslund, I. and Braund, P. S. and Burgess, S. and Cho, K. and Christensen, C. and Connell, J. and Mutsert, R. and Dominiczak, A. F. and D?rr, M. and Eiriksdottir, G. and Farmaki, A. E. and Gaziano, J. M. and Grarup, N. and Grove, M. L. and Hallmans, G. and Hansen, T. and Have, C. T. and Heiss, G. and J?rgensen, M. E. and Jousilahti, P. and Kajantie, E. and Kamat, M. and K?r?j?m?ki, A. and Karpe, F. and Koistinen, H. A. and Kovesdy, C. P. and Kuulasmaa, K. and Laatikainen, T. and Lannfelt, L. and Lee, I. T. and Lee, W. J. and Linneberg, A. and Martin, L. W. and Moitry, M. and Nadkarni, G. and Neville, M. J. and Palmer, C. N. A. and Papanicolaou, G. J. and Pedersen, O. and Peters, J. and Poulter, N. and Rasheed, A. and Rasmussen, K. L. and Rayner, N. W. and M?gi, R. and Renstr?m, F. and Rettig, R. and Rossouw, J. and Schreiner, P. J. and Sever, P. S. and Sigurdsson, E. L. and Skaaby, T. and Sun, Y. V. and Sundstrom, J. and Thorgeirsson, G. and Esko, T. and Trabetti, E. and Tsao, P. S. and Tuomi, T. and Turner, S. T. and Tzoulaki, I. and Vaartjes, I. and Vergnaud, A. C. and Willer, C. J. and Wilson, P. W. F. and Witte, D. R. and Yonova-Doing, E. and Zhang, H. and Aliya, N. and Almgren, P. and Amouyel, P. and Asselbergs, F. W. and Barnes, M. R. and Blakemore, A. I. and Boehnke, M. and Bots, M. L. and Bottinger, E. P. and Buring, J. E. and Chambers, J. C. and Chen, Y. I. and Chowdhury, R. and Conen, D. and Correa, A. and Davey Smith, G. and Boer, R. A. and Deary, I. J. and Dedoussis, G. and Deloukas, P. and Di Angelantonio, E. and Elliott, P. and Felix, S. B. and Ferri?res, J. and Ford, I. and Fornage, M. and Franks, P. W. and Franks, S. and Frossard, P. and Gambaro, G. and Gaunt, T. R. and Groop, L. and Gudnason, V. and Harris, T. B. and Hayward, C. and Hennig, B. J. and Herzig, K. H. and Ingelsson, E. and Tuomilehto, J. and J?rvelin, M. R. and Jukema, J. W. and Kardia, S. L. R. and Kee, F. and Kooner, J. S. and Kooperberg, C. and Launer, L. J. and Lind, L. and Loos, R. J. F. and Majumder, A. A. S. and Laakso, M. and McCarthy, M. I. and Melander, O. and Mohlke, K. L. and Murray, A. D. and Nordestgaard, B. G. and Orho-Melander, M. and Packard, C. J. and Padmanabhan, S. and Palmas, W. and Polasek, O. and Porteous, D. J. and Prentice, A. M. and Province, M. A. and Relton, C. L. and Rice, K. and Ridker, P. M. and Rolandsson, O. and Rosendaal, F. R. and Rotter, J. I. and Rudan, I. and Salomaa, V. and Samani, N. J. and Sattar, N. and Sheu, W. H. and Smith, B. H. and Soranzo, N. and Spector, T. D. and Starr, J. M. and Sebert, S. and Taylor, K. D. and Lakka, T. A. and Timpson, N. J. and Tobin, M. D. and van der Harst, P. and van der Meer, P. and Ramachandran, V. S. and Verweij, N. and Virtamo, J. and V?lker, U. and Weir, D. R. and Zeggini, E. and Charchar, F. J. and Wareham, N. J. and Langenberg, C. and Tomaszewski, M. and Butterworth, A. S. and Caulfield, M. J. and Danesh, J. and Edwards, T. L. and Holm, H. and Hung, A. M. and Lindgren, C. M. and Liu, C. and Manning, A. K. and Morris, A. P. and Morrison, A. C. and O{\textquoteright}Donnell, C. J. and Psaty, B. M. and Saleheen, D. and Stefansson, K. and Boerwinkle, E. and Chasman, D. I. and Levy, D. and Newton-Cheh, C. and Munroe, P. B. and Howson, J. M. M. and de Boer, R. A. and van der Harst, P. and van der Meer, P. and Verweij, N. and Butterworth, A. S. and Danesh, J. and Langenberg, C. and Deloukas, P. and McCarthy, M. I. and Franks, P. W. and Rolandsson, O. and Wareham, N. J. and Prins, B. P. and Zeggini, E. and Hellwege, J. N. and Giri, A. and Edwards, D. R. V. and Cho, K. and Gaziano, J. M. and Kovesdy, C. P. and Sun, Y. V. and Tsao, P. S. and Wilson, P. W. F. and Edwards, T. L. and Hung, A. M. and O{\textquoteright}Donnell, C. J.}
}
@article {8452,
	title = {{Genetic Determinants of Electrocardiographic P-wave Duration and Relation to Atrial Fibrillation},
	journal = {Circ Genom Precis Med},
	year = {2020},
	month = {Aug},
	abstract = {Background - The P-wave duration (PWD) is an electrocardiographic (ECG) measurement that represents cardiac conduction in the atria. Shortened or prolonged PWD is associated with atrial fibrillation (AF). We used exome chip data to examine the associations between common and rare variants with PWD. Methods - Fifteen studies comprising 64,440 individuals (56,943 European, 5,681 African, 1,186 Hispanic, 630 Asian), and  230,000 variants were used to examine associations with maximum PWD across the 12-lead ECG. Meta-analyses summarized association results for common variants; gene-based burden and SKAT tests examined low-frequency variant-PWD associations. Additionally, we examined the associations between PWD loci and AF using previous AF GWAS. Results - We identified 21 common and low-frequency genetic loci (14 novel) associated with maximum PWD, including several AF loci (TTN, CAND2, SCN10A, PITX2, CAV1, SYNPO2L, SOX5, TBX5, MYH6, RPL3L). The top variants at known sarcomere genes (TTN, MYH6) were associated with longer PWD and increased AF risk. However, top variants at other loci (e.g., PITX2 and SCN10A) were associated with longer PWD but lower AF risk. Conclusions - Our results highlight multiple novel genetic loci associated with PWD, and underscore the shared mechanisms of atrial conduction and AF. Prolonged PWD may be an endophenotype for several different genetic mechanisms of AF.},
	author = {Weng, L. C. and Hall, A. W. and Choi, S. H. and Jurgens, S. J. and Haessler, J. and Bihlmeyer, N. A. and Grarup, N. and Lin, H. and Teumer, A. and Li-Gao, R. and Yao, J. and Guo, X. and Brody, J. A. and M?ller-Nurasyid, M. and Schramm, K. and Verweij, N. and van den Berg, M. E. and van Setten, J. and Isaacs, A. and Ram?rez, J. and Warren, H. R. and Padmanabhan, S. and Kors, J. A. and de Boer, R. A. and van der Meer, P. and Sinner, M. F. and Waldenberger, M. and Psaty, B. M. and Taylor, K. D. and V?lker, U. and Kanters, J. K. and Li, M. and Alonso, A. and Perez, M. V. and Vaartjes, I. and Bots, M. L. and Huang, P. L. and Heckbert, S. R. and Lin, H. J. and Kornej, J. and Munroe, P. B. and van Duijn, C. M. and Asselbergs, F. W. and Stricker, B. H. and van der Harst, P. and K??b, S. and Peters, A. and Sotoodehnia, N. and Rotter, J. I. and Mook-Kanamori, D. O. and D?rr, M. and Felix, S. B. and Linneberg, A. and Hansen, T. and Arking, D. E. and Kooperberg, C. and Benjamin, E. J. and Lunetta, K. L. and Ellinor, P. T. and Lubitz, S. A.}
}
@article {8992,
	title = {{The power of genetic diversity in genome-wide association studies of lipids},
	journal = {Nature},
	volume = {600},
	year = {2021},
	month = {Dec},
	pages = {675{\textendash}679},
	abstract = {application of polygenic scores in clinical practice.},
	author = {Graham, S. E. and Clarke, S. L. and Wu, K. H. and Kanoni, S. and Zajac, G. J. M. and Ramdas, S. and Surakka, I. and Ntalla, I. and Vedantam, S. and Winkler, T. W. and Locke, A. E. and Marouli, E. and Hwang, M. Y. and Han, S. and Narita, A. and Choudhury, A. and Bentley, A. R. and Ekoru, K. and Verma, A. and Trivedi, B. and Martin, H. C. and Hunt, K. A. and Hui, Q. and Klarin, D. and Zhu, X. and Thorleifsson, G. and Helgadottir, A. and Gudbjartsson, D. F. and Holm, H. and Olafsson, I. and Akiyama, M. and Sakaue, S. and Terao, C. and Kanai, M. and Zhou, W. and Brumpton, B. M. and Rasheed, H. and Ruotsalainen, S. E. and Havulinna, A. S. and Veturi, Y. and Feng, Q. and Rosenthal, E. A. and Lingren, T. and Pacheco, J. A. and Pendergrass, S. A. and Haessler, J. and Giulianini, F. and Bradford, Y. and Miller, J. E. and Campbell, A. and Lin, K. and Millwood, I. Y. and Hindy, G. and Rasheed, A. and Faul, J. D. and Zhao, W. and Weir, D. R. and Turman, C. and Huang, H. and Graff, M. and Mahajan, A. and Brown, M. R. and Zhang, W. and Yu, K. and Schmidt, E. M. and Pandit, A. and Gustafsson, S. and Yin, X. and Luan, J. and Zhao, J. H. and Matsuda, F. and Jang, H. M. and Yoon, K. and Medina-Gomez, C. and Pitsillides, A. and Hottenga, J. J. and Willemsen, G. and Wood, A. R. and Ji, Y. and Gao, Z. and Haworth, S. and Mitchell, R. E. and Chai, J. F. and Aadahl, M. and Yao, J. and Manichaikul, A. and Warren, H. R. and Ramirez, J. and Bork-Jensen, J. and K{\r a}rhus, L. L. and Goel, A. and Sabater-Lleal, M. and Noordam, R. and Sidore, C. and Fiorillo, E. and McDaid, A. F. and Marques-Vidal, P. and Wielscher, M. and Trompet, S. and Sattar, N. and M{\o}llehave, L. T. and Thuesen, B. H. and Munz, M. and Zeng, L. and Huang, J. and Yang, B. and Poveda, A. and Kurbasic, A. and Lamina, C. and Forer, L. and Scholz, M. and Galesloot, T. E. and Bradfield, J. P. and Daw, E. W. and Zmuda, J. M. and Mitchell, J. S. and Fuchsberger, C. and Christensen, H. and Brody, J. A. and Feitosa, M. F. and Wojczynski, M. K. and Preuss, M. and Mangino, M. and Christofidou, P. and Verweij, N. and Benjamins, J. W. and Engmann, J. and Kember, R. L. and Slieker, R. C. and Lo, K. S. and Zilhao, N. R. and Le, P. and Kleber, M. E. and Delgado, G. E. and Huo, S. and Ikeda, D. D. and Iha, H. and Yang, J. and Liu, J. and Leonard, H. L. and Marten, J. and Schmidt, B. and Arendt, M. and Smyth, L. J. and Ca{\~n}adas-Garre, M. and Wang, C. and Nakatochi, M. and Wong, A. and Hutri-K{\"a}h{\"o}nen, N. and Sim, X. and Xia, R. and Huerta-Chagoya, A. and Fernandez-Lopez, J. C. and Lyssenko, V. and Ahmed, M. and Jackson, A. U. and Irvin, M. R. and Oldmeadow, C. and Kim, H. N. and Ryu, S. and Timmers, P. R. H. J. and Arbeeva, L. and Dorajoo, R. and Lange, L. A. and Chai, X. and Prasad, G. and Lor{\'e}s-Motta, L. and Pauper, M. and Long, J. and Li, X. and Theusch, E. and Takeuchi, F. and Spracklen, C. N. and Loukola, A. and Bollepalli, S. and Warner, S. C. and Wang, Y. X. and Wei, W. B. and Nutile, T. and Ruggiero, D. and Sung, Y. J. and Hung, Y. J. and Chen, S. and Liu, F. and Yang, J. and Kentistou, K. A. and Gorski, M. and Brumat, M. and Meidtner, K. and Bielak, L. F. and Smith, J. A. and Hebbar, P. and Farmaki, A. E. and Hofer, E. and Lin, M. and Xue, C. and Zhang, J. and Concas, M. P. and Vaccargiu, S. and van der Most, P. J. and Pitk{\"a}nen, N. and Cade, B. E. and Lee, J. and van der Laan, S. W. and Chitrala, K. N. and Weiss, S. and Zimmermann, M. E. and Lee, J. Y. and Choi, H. S. and Nethander, M. and Freitag-Wolf, S. and Southam, L. and Rayner, N. W. and Wang, C. A. and Lin, S. Y. and Wang, J. S. and Couture, C. and Lyytik{\"a}inen, L. P. and Nikus, K. and Cuellar-Partida, G. and Vestergaard, H. and Hildalgo, B. and Giannakopoulou, O. and Cai, Q. and Obura, M. O. and van Setten, J. and Li, X. and Schwander, K. and Terzikhan, N. and Shin, J. H. and Jackson, R. D. and Reiner, A. P. and Martin, L. W. and Chen, Z. and Li, L. and Highland, H. M. and Young, K. L. and Kawaguchi, T. and Thiery, J. and Bis, J. C. and Nadkarni, G. N. and Launer, L. J. and Li, H. and Nalls, M. A. and Raitakari, O. T. and Ichihara, S. and Wild, S. H. and Nelson, C. P. and Campbell, H. and J{\"a}ger, S. and Nabika, T. and Al-Mulla, F. and Niinikoski, H. and Braund, P. S. and Kolcic, I. and Kovacs, P. and Giardoglou, T. and Katsuya, T. and Bhatti, K. F. and de Kleijn, D. and de Borst, G. J. and Kim, E. K. and Adams, H. H. H. and Ikram, M. A. and Zhu, X. and Asselbergs, F. W. and Kraaijeveld, A. O. and Beulens, J. W. J. and Shu, X. O. and Rallidis, L. S. and Pedersen, O. and Hansen, T. and Mitchell, P. and Hewitt, A. W. and K{\"a}h{\"o}nen, M. and P{\'e}russe, L. and Bouchard, C. and Tonjes, A. and Chen, Y. I. and Pennell, C. E. and Mori, T. A. and Lieb, W. and Franke, A. and Ohlsson, C. and Mellstr{\"o}m, D. and Cho, Y. S. and Lee, H. and Yuan, J. M. and Koh, W. P. and Rhee, S. Y. and Woo, J. T. and Heid, I. M. and Stark, K. J. and V{\"o}lzke, H. and Homuth, G. and Evans, M. K. and Zonderman, A. B. and Polasek, O. and Pasterkamp, G. and Hoefer, I. E. and Redline, S. and Pahkala, K. and Oldehinkel, A. J. and Snieder, H. and Biino, G. and Schmidt, R. and Schmidt, H. and Chen, Y. E. and Bandinelli, S. and Dedoussis, G. and Thanaraj, T. A. and Kardia, S. L. R. and Kato, N. and Schulze, M. B. and Girotto, G. and Jung, B. and B{\"o}ger, C. A. and Joshi, P. K. and Bennett, D. A. and De Jager, P. L. and Lu, X. and Mamakou, V. and Brown, M. and Caulfield, M. J. and Munroe, P. B. and Guo, X. and Ciullo, M. and Jonas, J. B. and Samani, N. J. and Kaprio, J. and Pajukanta, P. and Adair, L. S. and Bechayda, S. A. and de Silva, H. J. and Wickremasinghe, A. R. and Krauss, R. M. and Wu, J. Y. and Zheng, W. and den Hollander, A. I. and Bharadwaj, D. and Correa, A. and Wilson, J. G. and Lind, L. and Heng, C. K. and Nelson, A. E. and Golightly, Y. M. and Wilson, J. F. and Penninx, B. and Kim, H. L. and Attia, J. and Scott, R. J. and Rao, D. C. and Arnett, D. K. and Walker, M. and Koistinen, H. A. and Chandak, G. R. and Yajnik, C. S. and Mercader, J. M. and Tusi{\'e}-Luna, T. and Aguilar-Salinas, C. A. and Villalpando, C. G. and Orozco, L. and Fornage, M. and Tai, E. S. and van Dam, R. M. and Lehtim{\"a}ki, T. and Chaturvedi, N. and Yokota, M. and Liu, J. and Reilly, D. F. and McKnight, A. J. and Kee, F. and J{\"o}ckel, K. H. and McCarthy, M. I. and Palmer, C. N. A. and Vitart, V. and Hayward, C. and Simonsick, E. and van Duijn, C. M. and Lu, F. and Qu, J. and Hishigaki, H. and Lin, X. and M{\"a}rz, W. and Parra, E. J. and Cruz, M. and Gudnason, V. and Tardif, J. C. and Lettre, G. and {\textquoteright}t Hart, L. M. and Elders, P. J. M. and Damrauer, S. M. and Kumari, M. and Kivimaki, M. and van der Harst, P. and Spector, T. D. and Loos, R. J. F. and Province, M. A. and Psaty, B. M. and Brandslund, I. and Pramstaller, P. P. and Christensen, K. and Ripatti, S. and Wid{\'e}n, E. and Hakonarson, H. and Grant, S. F. A. and Kiemeney, L. A. L. M. and de Graaf, J. and Loeffler, M. and Kronenberg, F. and Gu, D. and Erdmann, J. and Schunkert, H. and Franks, P. W. and Linneberg, A. and Jukema, J. W. and Khera, A. V. and M{\"a}nnikk{\"o}, M. and Jarvelin, M. R. and Kutalik, Z. and Cucca, F. and Mook-Kanamori, D. O. and van Dijk, K. W. and Watkins, H. and Strachan, D. P. and Grarup, N. and Sever, P. and Poulter, N. and Rotter, J. I. and Dantoft, T. M. and Karpe, F. and Neville, M. J. and Timpson, N. J. and Cheng, C. Y. and Wong, T. Y. and Khor, C. C. and Sabanayagam, C. and Peters, A. and Gieger, C. and Hattersley, A. T. and Pedersen, N. L. and Magnusson, P. K. E. and Boomsma, D. I. and de Geus, E. J. C. and Cupples, L. A. and van Meurs, J. B. J. and Ghanbari, M. and Gordon-Larsen, P. and Huang, W. and Kim, Y. J. and Tabara, Y. and Wareham, N. J. and Langenberg, C. and Zeggini, E. and Kuusisto, J. and Laakso, M. and Ingelsson, E. and Abecasis, G. and Chambers, J. C. and Kooner, J. S. and de Vries, P. S. and Morrison, A. C. and North, K. E. and Daviglus, M. and Kraft, P. and Martin, N. G. and Whitfield, J. B. and Abbas, S. and Saleheen, D. and Walters, R. G. and Holmes, M. V. and Black, C. and Smith, B. H. and Justice, A. E. and Baras, A. and Buring, J. E. and Ridker, P. M. and Chasman, D. I. and Kooperberg, C. and Wei, W. Q. and Jarvik, G. P. and Namjou, B. and Hayes, M. G. and Ritchie, M. D. and Jousilahti, P. and Salomaa, V. and Hveem, K. and {\r A}svold, B. O. and Kubo, M. and Kamatani, Y. and Okada, Y. and Murakami, Y. and Thorsteinsdottir, U. and Stefansson, K. and Ho, Y. L. and Lynch, J. A. and Rader, D. J. and Tsao, P. S. and Chang, K. M. and Cho, K. and O{\textquoteright}Donnell, C. J. and Gaziano, J. M. and Wilson, P. and Rotimi, C. N. and Hazelhurst, S. and Ramsay, M. and Trembath, R. C. and van Heel, D. A. and Tamiya, G. and Yamamoto, M. and Kim, B. J. and Mohlke, K. L. and Frayling, T. M. and Hirschhorn, J. N. and Kathiresan, S. and Boehnke, M. and Natarajan, P. and Peloso, G. M. and Brown, C. D. and Morris, A. P. and Assimes, T. L. and Deloukas, P. and Sun, Y. V. and Willer, C. J.}
}
@article {8772,
	title = {{The trans-ancestral genomic architecture of glycemic traits},
	journal = {Nat Genet},
	volume = {53},
	year = {2021},
	month = {06},
	pages = {840{\textendash}860},
	abstract = {10.1038/s41588-021-00852-9Glycemic traits are used to diagnose and monitor type 2 diabetes and cardiometabolic health. To date, most genetic studies of glycemic traits have focused on individuals of European ancestry. Here we aggregated genome-wide association studies comprising up to 281,416 individuals without diabetes (30\% non-European ancestry) for whom fasting glucose, 2-h glucose after an oral glucose challenge, glycated hemoglobin and fasting insulin data were available. Trans-ancestry and single-ancestry meta-analyses identified 242 loci (99 novel; P < 5 {\texttimes} 10-8), 80\% of which had no significant evidence of between-ancestry heterogeneity. Analyses restricted to individuals of European ancestry with equivalent sample size would have led to 24 fewer new loci. Compared with single-ancestry analyses, equivalent-sized trans-ancestry fine-mapping reduced the number of estimated variants in 99\% credible sets by a median of 37.5\%. Genomic-feature, gene-expression and gene-set analyses revealed distinct biological signatures for each trait, highlighting different underlying biological pathways. Our results increase our understanding of diabetes pathophysiology by using trans-ancestry studies for improved power and resolution.},
	author = {Chen, J. and Spracklen, C. N. and Marenne, G. and Varshney, A. and Corbin, L. J. and Luan, J. and Willems, S. M. and Wu, Y. and Zhang, X. and Horikoshi, M. and Boutin, T. S. and M{\"a}gi, R. and Waage, J. and Li-Gao, R. and Chan, K. H. K. and Yao, J. and Anasanti, M. D. and Chu, A. Y. and Claringbould, A. and Heikkinen, J. and Hong, J. and Hottenga, J. J. and Huo, S. and Kaakinen, M. A. and Louie, T. and M{\"a}rz, W. and Moreno-Macias, H. and Ndungu, A. and Nelson, S. C. and Nolte, I. M. and North, K. E. and Raulerson, C. K. and Ray, D. and Rohde, R. and Rybin, D. and Schurmann, C. and Sim, X. and Southam, L. and Stewart, I. D. and Wang, C. A. and Wang, Y. and Wu, P. and Zhang, W. and Ahluwalia, T. S. and Appel, E. V. R. and Bielak, L. F. and Brody, J. A. and Burtt, N. P. and Cabrera, C. P. and Cade, B. E. and Chai, J. F. and Chai, X. and Chang, L. C. and Chen, C. H. and Chen, B. H. and Chitrala, K. N. and Chiu, Y. F. and de Haan, H. G. and Delgado, G. E. and Demirkan, A. and Duan, Q. and Engmann, J. and Fatumo, S. A. and Gay{\'a}n, J. and Giulianini, F. and Gong, J. H. and Gustafsson, S. and Hai, Y. and Hartwig, F. P. and He, J. and Heianza, Y. and Huang, T. and Huerta-Chagoya, A. and Hwang, M. Y. and Jensen, R. A. and Kawaguchi, T. and Kentistou, K. A. and Kim, Y. J. and Kleber, M. E. and Kooner, I. K. and Lai, S. and Lange, L. A. and Langefeld, C. D. and Lauzon, M. and Li, M. and Ligthart, S. and Liu, J. and Loh, M. and Long, J. and Lyssenko, V. and Mangino, M. and Marzi, C. and Montasser, M. E. and Nag, A. and Nakatochi, M. and Noce, D. and Noordam, R. and Pistis, G. and Preuss, M. and Raffield, L. and Rasmussen-Torvik, L. J. and Rich, S. S. and Robertson, N. R. and Rueedi, R. and Ryan, K. and Sanna, S. and Saxena, R. and Schraut, K. E. and Sennblad, B. and Setoh, K. and Smith, A. V. and Spars{\o}, T. and Strawbridge, R. J. and Takeuchi, F. and Tan, J. and Trompet, S. and van den Akker, E. and van der Most, P. J. and Verweij, N. and Vogel, M. and Wang, H. and Wang, C. and Wang, N. and Warren, H. R. and Wen, W. and Wilsgaard, T. and Wong, A. and Wood, A. R. and Xie, T. and Zafarmand, M. H. and Zhao, J. H. and Zhao, W. and Amin, N. and Arzumanyan, Z. and Astrup, A. and Bakker, S. J. L. and Baldassarre, D. and Beekman, M. and Bergman, R. N. and Bertoni, A. and Bl{\"u}her, M. and Bonnycastle, L. L. and Bornstein, S. R. and Bowden, D. W. and Cai, Q. and Campbell, A. and Campbell, H. and Chang, Y. C. and de Geus, E. J. C. and Dehghan, A. and Du, S. and Eiriksdottir, G. and Farmaki, A. E. and Fr{\r a}nberg, M. and Fuchsberger, C. and Gao, Y. and Gjesing, A. P. and Goel, A. and Han, S. and Hartman, C. A. and Herder, C. and Hicks, A. A. and Hsieh, C. H. and Hsueh, W. A. and Ichihara, S. and Igase, M. and Ikram, M. A. and Johnson, W. C. and J{\o}rgensen, M. E. and Joshi, P. K. and Kalyani, R. R. and Kandeel, F. R. and Katsuya, T. and Khor, C. C. and Kiess, W. and Kolcic, I. and Kuulasmaa, T. and Kuusisto, J. and L{\"a}ll, K. and Lam, K. and Lawlor, D. A. and Lee, N. R. and Lemaitre, R. N. and Li, H. and Lin, S. Y. and Lindstr{\"o}m, J. and Linneberg, A. and Liu, J. and Lorenzo, C. and Matsubara, T. and Matsuda, F. and Mingrone, G. and Mooijaart, S. and Moon, S. and Nabika, T. and Nadkarni, G. N. and Nadler, J. L. and Nelis, M. and Neville, M. J. and Norris, J. M. and Ohyagi, Y. and Peters, A. and Peyser, P. A. and Polasek, O. and Qi, Q. and Raven, D. and Reilly, D. F. and Reiner, A. and Rivideneira, F. and Roll, K. and Rudan, I. and Sabanayagam, C. and Sandow, K. and Sattar, N. and Sch{\"u}rmann, A. and Shi, J. and Stringham, H. M. and Taylor, K. D. and Teslovich, T. M. and Thuesen, B. and Timmers, P. R. H. J. and Tremoli, E. and Tsai, M. Y. and Uitterlinden, A. and van Dam, R. M. and van Heemst, D. and van Hylckama Vlieg, A. and Van Vliet-Ostaptchouk, J. V. and Vangipurapu, J. and Vestergaard, H. and Wang, T. and Willems van Dijk, K. and Zemunik, T. and Abecasis, G. R. and Adair, L. S. and Aguilar-Salinas, C. A. and Alarc{\'o}n-Riquelme, M. E. and An, P. and Aviles-Santa, L. and Becker, D. M. and Beilin, L. J. and Bergmann, S. and Bisgaard, H. and Black, C. and Boehnke, M. and Boerwinkle, E. and B{\"o}hm, B. O. and B{\o}nnelykke, K. and Boomsma, D. I. and Bottinger, E. P. and Buchanan, T. A. and Canouil, M. and Caulfield, M. J. and Chambers, J. C. and Chasman, D. I. and Chen, Y. I. and Cheng, C. Y. and Collins, F. S. and Correa, A. and Cucca, F. and de Silva, H. J. and Dedoussis, G. and Elmst{\r a}hl, S. and Evans, M. K. and Ferrannini, E. and Ferrucci, L. and Florez, J. C. and Franks, P. W. and Frayling, T. M. and Froguel, P. and Gigante, B. and Goodarzi, M. O. and Gordon-Larsen, P. and Grallert, H. and Grarup, N. and Grimsgaard, S. and Groop, L. and Gudnason, V. and Guo, X. and Hamsten, A. and Hansen, T. and Hayward, C. and Heckbert, S. R. and Horta, B. L. and Huang, W. and Ingelsson, E. and James, P. S. and Jarvelin, M. R. and Jonas, J. B. and Jukema, J. W. and Kaleebu, P. and Kaplan, R. and Kardia, S. L. R. and Kato, N. and Keinanen-Kiukaanniemi, S. M. and Kim, B. J. and Kivimaki, M. and Koistinen, H. A. and Kooner, J. S. and K{\"o}rner, A. and Kovacs, P. and Kuh, D. and Kumari, M. and Kutalik, Z. and Laakso, M. and Lakka, T. A. and Launer, L. J. and Leander, K. and Li, H. and Lin, X. and Lind, L. and Lindgren, C. and Liu, S. and Loos, R. J. F. and Magnusson, P. K. E. and Mahajan, A. and Metspalu, A. and Mook-Kanamori, D. O. and Mori, T. A. and Munroe, P. B. and Nj{\o}lstad, I. and O{\textquoteright}Connell, J. R. and Oldehinkel, A. J. and Ong, K. K. and Padmanabhan, S. and Palmer, C. N. A. and Palmer, N. D. and Pedersen, O. and Pennell, C. E. and Porteous, D. J. and Pramstaller, P. P. and Province, M. A. and Psaty, B. M. and Qi, L. and Raffel, L. J. and Rauramaa, R. and Redline, S. and Ridker, P. M. and Rosendaal, F. R. and Saaristo, T. E. and Sandhu, M. and Saramies, J. and Schneiderman, N. and Schwarz, P. and Scott, L. J. and Selvin, E. and Sever, P. and Shu, X. O. and Slagboom, P. E. and Small, K. S. and Smith, B. H. and Snieder, H. and Sofer, T. and S{\o}rensen, T. I. A. and Spector, T. D. and Stanton, A. and Steves, C. J. and Stumvoll, M. and Sun, L. and Tabara, Y. and Tai, E. S. and Timpson, N. J. and Tonjes, A. and Tuomilehto, J. and Tusie, T. and Uusitupa, M. and van der Harst, P. and van Duijn, C. and Vitart, V. and Vollenweider, P. and Vrijkotte, T. G. M. and Wagenknecht, L. E. and Walker, M. and Wang, Y. X. and Wareham, N. J. and Watanabe, R. M. and Watkins, H. and Wei, W. B. and Wickremasinghe, A. R. and Willemsen, G. and Wilson, J. F. and Wong, T. Y. and Wu, J. Y. and Xiang, A. H. and Yanek, L. R. and Yengo, L. and Yokota, M. and Zeggini, E. and Zheng, W. and Zonderman, A. B. and Rotter, J. I. and Gloyn, A. L. and McCarthy, M. I. and Dupuis, J. and Meigs, J. B. and Scott, R. A. and Prokopenko, I. and Leong, A. and Liu, C. T. and Parker, S. C. J. and Mohlke, K. L. and Langenberg, C. and Wheeler, E. and Morris, A. P. and Barroso, I. and de Haan, H. G. and van den Akker, E. and van der Most, P. J. and de Geus, E. J. C. and van Dam, R. M. and van Heemst, D. and van Hylckama Vlieg, A. and van Willems van Dijk, K. and de Silva, H. J. and van der Harst, P. and van Duijn, C.}
}
@article {9186,
	title = {{Genetic analyses of the electrocardiographic QT interval and its components identify additional loci and pathways},
	journal = {Nat Commun},
	volume = {13},
	year = {2022},
	month = {09},
	pages = {5144},
	abstract = {250,000 individuals) we identify 177, 156 and 121 independent loci for QT, JT and QRS, respectively, including a male-specific X-chromosome locus. Using gene-based rare-variant methods, we identify associations with Mendelian disease genes. Enrichments are observed in established pathways for QT and JT, and previously unreported genes indicated in insulin-receptor signalling and cardiac energy metabolism. In contrast for QRS, connective tissue components and processes for cell growth and extracellular matrix interactions are significantly enriched. We demonstrate polygenic risk score associations with atrial fibrillation, conduction disease and sudden cardiac death. Prioritization of druggable genes highlight potential therapeutic targets for arrhythmia. Together, these results substantially advance our understanding of the genetic architecture of ventricular depolarization and repolarization.},
	author = {Young, W. J. and Lahrouchi, N. and Isaacs, A. and Duong, T. and Foco, L. and Ahmed, F. and Brody, J. A. and Salman, R. and Noordam, R. and Benjamins, J. W. and Haessler, J. and Lyytik{\"a}inen, L. P. and Repetto, L. and Concas, M. P. and van den Berg, M. E. and Weiss, S. and Baldassari, A. R. and Bartz, T. M. and Cook, J. P. and Evans, D. S. and Freudling, R. and Hines, O. and Isaksen, J. L. and Lin, H. and Mei, H. and Moscati, A. and M{\"u}ller-Nurasyid, M. and Nursyifa, C. and Qian, Y. and Richmond, A. and Roselli, C. and Ryan, K. A. and Tarazona-Santos, E. and Th{\'e}riault, S. and van Duijvenboden, S. and Warren, H. R. and Yao, J. and Raza, D. and Aeschbacher, S. and Ahlberg, G. and Alonso, A. and Andreasen, L. and Bis, J. C. and Boerwinkle, E. and Campbell, A. and Catamo, E. and Cocca, M. and Cutler, M. J. and Darbar, D. and De Grandi, A. and De Luca, A. and Ding, J. and Ellervik, C. and Ellinor, P. T. and Felix, S. B. and Froguel, P. and Fuchsberger, C. and G{\"o}gele, M. and Graff, C. and Graff, M. and Guo, X. and Hansen, T. and Heckbert, S. R. and Huang, P. L. and Huikuri, H. V. and Hutri-K{\"a}h{\"o}nen, N. and Ikram, M. A. and Jackson, R. D. and Junttila, J. and Kavousi, M. and Kors, J. A. and Leal, T. P. and Lemaitre, R. N. and Lin, H. J. and Lind, L. and Linneberg, A. and Liu, S. and Macfarlane, P. W. and Mangino, M. and Meitinger, T. and Mezzavilla, M. and Mishra, P. P. and Mitchell, R. N. and Mononen, N. and Montasser, M. E. and Morrison, A. C. and Nauck, M. and Nauffal, V. and Navarro, P. and Nikus, K. and Pare, G. and Patton, K. K. and Pelliccione, G. and Pittman, A. and Porteous, D. J. and Pramstaller, P. P. and Preuss, M. H. and Raitakari, O. T. and Reiner, A. P. and Ribeiro, A. L. P. and Rice, K. M. and Risch, L. and Schlessinger, D. and Schotten, U. and Schurmann, C. and Shen, X. and Shoemaker, M. B. and Sinagra, G. and Sinner, M. F. and Soliman, E. Z. and Stoll, M. and Strauch, K. and Tarasov, K. and Taylor, K. D. and Tinker, A. and Trompet, S. and Uitterlinden, A. and V{\"o}lker, U. and V{\"o}lzke, H. and Waldenberger, M. and Weng, L. C. and Whitsel, E. A. and Wilson, J. G. and Avery, C. L. and Conen, D. and Correa, A. and Cucca, F. and D{\"o}rr, M. and Gharib, S. A. and Girotto, G. and Grarup, N. and Hayward, C. and Jamshidi, Y. and Jarvelin, M. R. and Jukema, J. W. and K{\"a}{\"a}b, S. and K{\"a}h{\"o}nen, M. and Kanters, J. K. and Kooperberg, C. and Lehtim{\"a}ki, T. and Lima-Costa, M. F. and Liu, Y. and Loos, R. J. F. and Lubitz, S. A. and Mook-Kanamori, D. O. and Morris, A. P. and O{\textquoteright}Connell, J. R. and Olesen, M. S. and Orini, M. and Padmanabhan, S. and Pattaro, C. and Peters, A. and Psaty, B. M. and Rotter, J. I. and Stricker, B. and van der Harst, P. and van Duijn, C. M. and Verweij, N. and Wilson, J. F. and Arking, D. E. and Ramirez, J. and Lambiase, P. D. and Sotoodehnia, N. and Mifsud, B. and Newton-Cheh, C. and Munroe, P. B.}
}
@article {9250,
	title = {{Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis},
	journal = {Genome Biol},
	volume = {23},
	year = {2022},
	month = {Dec},
	pages = {268},
	abstract = {Genetic variants within nearly 1000 loci are known to contribute to modulation of blood lipid levels. However, the biological pathways underlying these associations are frequently unknown, limiting understanding of these findings and hindering downstream translational efforts such as drug target discovery.\ 1,654,960) of blood lipids to prioritize putative causal genes for 2286 lipid associations using six gene prediction approaches. Using phenome-wide association (PheWAS) scans, we identify relationships of genetically predicted lipid levels to other diseases and conditions. We confirm known pleiotropic associations with cardiovascular phenotypes and determine novel associations, notably with cholelithiasis risk. We perform sex-stratified GWAS meta-analysis of lipid levels and show that 3-5\% of autosomal lipid-associated loci demonstrate sex-biased effects. Finally, we report 21 novel lipid loci identified on the X chromosome. Many of the sex-biased autosomal and X chromosome lipid loci show pleiotropic associations with sex hormones, emphasizing the role of hormone regulation in lipid metabolism.\ Taken together, our findings provide insights into the biological mechanisms through which associated variants lead to altered lipid levels and potentially cardiovascular disease risk.},
	author = {Kanoni, S. and Graham, S. E. and Wang, Y. and Surakka, I. and Ramdas, S. and Zhu, X. and Clarke, S. L. and Bhatti, K. F. and Vedantam, S. and Winkler, T. W. and Locke, A. E. and Marouli, E. and Zajac, G. J. M. and Wu, K. H. and Ntalla, I. and Hui, Q. and Klarin, D. and Hilliard, A. T. and Wang, Z. and Xue, C. and Thorleifsson, G. and Helgadottir, A. and Gudbjartsson, D. F. and Holm, H. and Olafsson, I. and Hwang, M. Y. and Han, S. and Akiyama, M. and Sakaue, S. and Terao, C. and Kanai, M. and Zhou, W. and Brumpton, B. M. and Rasheed, H. and Havulinna, A. S. and Veturi, Y. and Pacheco, J. A. and Rosenthal, E. A. and Lingren, T. and Feng, Q. and Kullo, I. J. and Narita, A. and Takayama, J. and Martin, H. C. and Hunt, K. A. and Trivedi, B. and Haessler, J. and Giulianini, F. and Bradford, Y. and Miller, J. E. and Campbell, A. and Lin, K. and Millwood, I. Y. and Rasheed, A. and Hindy, G. and Faul, J. D. and Zhao, W. and Weir, D. R. and Turman, C. and Huang, H. and Graff, M. and Choudhury, A. and Sengupta, D. and Mahajan, A. and Brown, M. R. and Zhang, W. and Yu, K. and Schmidt, E. M. and Pandit, A. and Gustafsson, S. and Yin, X. and Luan, J. and Zhao, J. H. and Matsuda, F. and Jang, H. M. and Yoon, K. and Medina-Gomez, C. and Pitsillides, A. and Hottenga, J. J. and Wood, A. R. and Ji, Y. and Gao, Z. and Haworth, S. and Yousri, N. A. and Mitchell, R. E. and Chai, J. F. and Aadahl, M. and Bjerregaard, A. A. and Yao, J. and Manichaikul, A. and Hwu, C. M. and Hung, Y. J. and Warren, H. R. and Ramirez, J. and Bork-Jensen, J. and rhus, L. L. and Goel, A. and Sabater-Lleal, M. and Noordam, R. and Mauro, P. and Matteo, F. and McDaid, A. F. and Marques-Vidal, P. and Wielscher, M. and Trompet, S. and Sattar, N. and llehave, L. T. and Munz, M. and Zeng, L. and Huang, J. and Yang, B. and Poveda, A. and Kurbasic, A. and Lamina, C. and Forer, L. and Scholz, M. and Galesloot, T. E. and Bradfield, J. P. and Ruotsalainen, S. E. and Daw, E. and Zmuda, J. M. and Mitchell, J. S. and Fuchsberger, C. and Christensen, H. and Brody, J. A. and Vazquez-Moreno, M. and Feitosa, M. F. and Wojczynski, M. K. and Wang, Z. and Preuss, M. H. and Mangino, M. and Christofidou, P. and Verweij, N. and Benjamins, J. W. and Engmann, J. and Tsao, N. L. and Verma, A. and Slieker, R. C. and Lo, K. S. and Zilhao, N. R. and Le, P. and Kleber, M. E. and Delgado, G. E. and Huo, S. and Ikeda, D. D. and Iha, H. and Yang, J. and Liu, J. and Demirkan, A. and Leonard, H. L. and Marten, J. and Frank, M. and Schmidt, B. and Smyth, L. J. and adas-Garre, M. and Wang, C. and Nakatochi, M. and Wong, A. and nen, N. and Sim, X. and Xia, R. and Huerta-Chagoya, A. and Fernandez-Lopez, J. C. and Lyssenko, V. and Nongmaithem, S. S. and Bayyana, S. and Stringham, H. M. and Irvin, M. R. and Oldmeadow, C. and Kim, H. N. and Ryu, S. and Timmers, P. R. H. J. and Arbeeva, L. and Dorajoo, R. and Lange, L. A. and Prasad, G. and s-Motta, L. and Pauper, M. and Long, J. and Li, X. and Theusch, E. and Takeuchi, F. and Spracklen, C. N. and Loukola, A. and Bollepalli, S. and Warner, S. C. and Wang, Y. X. and Wei, W. B. and Nutile, T. and Ruggiero, D. and Sung, Y. J. and Chen, S. and Liu, F. and Yang, J. and Kentistou, K. A. and Banas, B. and Nardone, G. G. and Meidtner, K. and Bielak, L. F. and Smith, J. A. and Hebbar, P. and Farmaki, A. E. and Hofer, E. and Lin, M. and Concas, M. P. and Vaccargiu, S. and van der Most, P. J. and nen, N. and Cade, B. E. and van der Laan, S. W. and Chitrala, K. N. and Weiss, S. and Bentley, A. R. and Doumatey, A. P. and Adeyemo, A. A. and Lee, J. Y. and Petersen, E. R. B. and Nielsen, A. A. and Choi, H. S. and Nethander, M. and Freitag-Wolf, S. and Southam, L. and Rayner, N. W. and Wang, C. A. and Lin, S. Y. and Wang, J. S. and Couture, C. and inen, L. P. and Nikus, K. and Cuellar-Partida, G. and Vestergaard, H. and Hidalgo, B. and Giannakopoulou, O. and Cai, Q. and Obura, M. O. and van Setten, J. and Li, X. and Liang, J. and Tang, H. and Terzikhan, N. and Shin, J. H. and Jackson, R. D. and Reiner, A. P. and Martin, L. W. and Chen, Z. and Li, L. and Kawaguchi, T. and Thiery, J. and Bis, J. C. and Launer, L. J. and Li, H. and Nalls, M. A. and Raitakari, O. T. and Ichihara, S. and Wild, S. H. and Nelson, C. P. and Campbell, H. and ger, S. and Nabika, T. and Al-Mulla, F. and Niinikoski, H. and Braund, P. S. and Kolcic, I. and Kovacs, P. and Giardoglou, T. and Katsuya, T. and de Kleijn, D. and de Borst, G. J. and Kim, E. K. and Adams, H. H. H. and Ikram, M. A. and Zhu, X. and Asselbergs, F. W. and Kraaijeveld, A. O. and Beulens, J. W. J. and Shu, X. O. and Rallidis, L. S. and Pedersen, O. and Hansen, T. and Mitchell, P. and Hewitt, A. W. and nen, M. and russe, L. and Bouchard, C. and njes, A. and Chen, Y. I. and Pennell, C. 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}
@article {9263,
	title = {{A saturated map of common genetic variants associated with human height},
	journal = {Nature},
	volume = {610},
	year = {2022},
	month = {Oct},
	pages = {704{\textendash}712},
	abstract = {) account for 40\% (45\%) of phenotypic variance in populations of European ancestry but only around 10-20\% (14-24\%) in populations of other ancestries. Effect sizes, associated regions and gene prioritization are similar across ancestries, indicating that reduced prediction accuracy is likely to be explained by linkage disequilibrium and differences in allele frequency within associated regions. Finally, we show that the relevant biological pathways are detectable with smaller sample sizes than are needed to implicate causal genes and variants. Overall, this study provides a comprehensive map of specific genomic regions that contain the vast majority of common height-associated variants. Although this map is saturated for populations of European ancestry, further research is needed to achieve equivalent saturation in other ancestries.},
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}
